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Declare external hyperplane text representations - #68
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isomorphisms merged 4 commits intoOct 4, 2026
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isomorphisms merged 4 commits into
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Stacks on PR #67, “Separate hyperplane fit partitions from semantic labels.”
The affine-plane mechanics were originally coupled to the arXiv body experiment's representation assertion
title_or_url_used=false. Private Takeout needs to reuse the plane boundary without pretending a YouTube title+channel representation is body text.This change:
pensieve-body-onlyas the default input contract and preserves its no-title/no-URL assertiondeclared-textcontract for external corpora0.2/takeout-*experiment branches so stacked exact-head work gets evidenceThis does not make title text equivalent to body text and does not change the SVM, threshold, vote, partition, or evaluation mechanics.